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researcher

Junfan Xia

4 papers hereh-index 447 citations11 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3
  • middle author1

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • physics.chem-ph4

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedThe Evolution of Machine Learning Potentials for Molecules, Reactions and Materials

64 citations · 64 across the 3 of their papers we have counts for

collaborators
Showing 2024Show all

1 paper · 1 filter

physics.chem-ph2024

A Simple and Efficient Equivariant Message Passing Neural Network Model for Non-Local Potential Energy Surface

Yibin Wu, Junfan Xia, Yaolong Zhang +1

Machine learning potentials have become increasingly successful in atomistic simulations. Many of these potentials are based on an atomistic representation in a local environment,…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.